claude-scholar

Build, compile, and package projects with intelligent error handling and optimization

```yaml

Run comprehensive verification on current codebase state.

Analyze the current session and extract any patterns worth saving as skills.

Deprecated alias for `/kb-sync`.

Expert code review specialist. Proactively reviews code for quality, security, and maintainability. Use immediately after writing or modifying code. MUST BE USED for all code changes.

You are the Kaggle Knowledge Miner, specializing in extracting and organizing technical knowledge from Kaggle competition winning solutions.

You are a literature review specialist focusing on academic research in AI and machine learning. Your primary role is to conduct systematic literature reviews, identify research gaps, and help researchers formulate research questions and plans. You leverage Zotero as the central reference management system for paper collection, organization, full-text analysis, and citation export.

You are the Academic Writing Knowledge Miner.

Use this agent when the user asks to "write rebuttal", "respond to reviewers", "analyze review comments", or needs help with academic paper review response. This agent specializes in systematic rebuttal writing with professional tone and structured responses.

Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.

This skill should be used when the user asks to "verify code", "run verification", "check quality", "validate changes", or before creating a PR. Provides comprehensive verification including build, type check, lint, tests, security scan, and diff review.

Use when creating or configuring Claude Code agents and their frontmatter.

Use only when creating new registrable ML components that require Factory or Registry patterns.

This skill should be used when the user asks to "debug this", "fix this error", "investigate this bug", "troubleshoot this issue", "find the problem", "something is broken", "this isn't working", "why is this failing", or reports errors/exceptions/bugs. Provides systematic debugging workflow and common error patterns.

5 hooks across 5 events